no code implementations • 29 Aug 2020 • Saumya Bhatnagar, Won Chang, Seonjin Kim Jiali Wang
The existing standard calibration framework suffers from inferential issues when the model output and observational data are high-dimensional dependent data such as large time series due to the difficulty in building an emulator and the non-identifiability between effects from input parameters and data-model discrepancy.